Portfolio Theory (Lesson 2) Flashcards
(89 cards)
What is standard deviation
- measure of risk and variability of returns
- measure of total risk
- determines total risk of an undiversified portfolio
What does a higher standard deviation mean
- higher the riskiness of the investment
What is the percent of +- 1, +- 2, +- 3 standard deviations
- 68%, 95%, 99%
How do you find expected return using probability
- Multiply expected return times probability of return and add them together
What does the Coefficient of Variation tell you
- which investment has more relative risk when investments have different average returns
- probability of experiencing a return close to the average return
- Lower the better
What is the formula for coefficient of variation
CV= Standard deviation/ Mean Return
When is normal distribution appropriate
- if an investor is considering a range of investment returns
- 68%, 95%, 99%
What is lognormal distriubtion
- not a normal distribution
- Appropriate if an investor is considering a dollar amount or portfolio value at a point in time
What is skewness
- refers to a normal distribution curve shifted to the left or right of the mean return
- Commodity returns tend to be skewed
With positive skewness mode, median, and mean are to the
left
With negative skewness mode, median, and mean are to the
right
What is kurtosis
- refers to variation of returns
- if there is a little variation of returns there is a high peak (Treasuries) and positive kurtosis
- if returns are widely dispersed the peak of the curve will be low and have a negative kurtosis
What is Leptokurtic kurtosis
- high peak and fat tails (higher chance of extreme events)
What is Platykurtic kurtosis
- Low peak and thin tails (lower chance of extreme events)
What is mean variance optimization
- process of adding risky securities to a portfolio but keeping the expected return the same
- combining asset classes that provide the lowest variance as measured by standard deviation
What are some characteristics of Monte Carlo Simulation
- spreadsheet simulation that gives a probabilistic distribution of events occurring
- Monte Carlo simulation then adjusts assumptions and returns the probability of an event occurring depending upon the assumption
What is covariance
- the measure of two securities combined and their interactive risk
- How price movements between two securities are related to each other
What does Covariance measure
- Relative risk
Is the formula for Correlation of coefficient on the board sheet
- No but it is the just the covariance formula rearranged to solve for P
What type of measurement is correlation of coefficient
- relative measurement
What does a correlation of +1 mean
- denotes that two assets are perfectly correlated
What does a correlation of 0 mean
- denotes that two assets are completely uncorrelated
What does a correlation of -1 mean
- denotes that two assets are perfectly negatively correlated
When do diversification benefits begin for correlation
less than 1